Dataset statistics
| Number of variables | 36 |
|---|---|
| Number of observations | 10000 |
| Missing cells | 237701 |
| Missing cells (%) | 66.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 2.7 MiB |
| Average record size in memory | 288.0 B |
Variable types
| Numeric | 11 |
|---|---|
| Categorical | 10 |
| Unsupported | 15 |
UPN has a high cardinality: 8626 distinct values | High cardinality |
EntryDate has a high cardinality: 398 distinct values | High cardinality |
EnrolStatus is highly imbalanced (77.3%) | Imbalance |
Surname has 10000 (100.0%) missing values | Missing |
Forename has 10000 (100.0%) missing values | Missing |
Middlenames has 10000 (100.0%) missing values | Missing |
PreferredSurname has 10000 (100.0%) missing values | Missing |
FormerSurname has 10000 (100.0%) missing values | Missing |
DoB has 10000 (100.0%) missing values | Missing |
B has 10000 (100.0%) missing values | Missing |
J has 10000 (100.0%) missing values | Missing |
L has 4950 (49.5%) missing values | Missing |
P has 9117 (91.2%) missing values | Missing |
V has 6522 (65.2%) missing values | Missing |
W has 10000 (100.0%) missing values | Missing |
C has 8208 (82.1%) missing values | Missing |
E has 9996 (> 99.9%) missing values | Missing |
H has 10000 (100.0%) missing values | Missing |
I has 3718 (37.2%) missing values | Missing |
M has 6306 (63.1%) missing values | Missing |
R has 10000 (100.0%) missing values | Missing |
S has 10000 (100.0%) missing values | Missing |
T has 10000 (100.0%) missing values | Missing |
G has 9995 (> 99.9%) missing values | Missing |
N has 10000 (100.0%) missing values | Missing |
O has 7719 (77.2%) missing values | Missing |
U has 9890 (98.9%) missing values | Missing |
D has 10000 (100.0%) missing values | Missing |
X has 5672 (56.7%) missing values | Missing |
Y has 5608 (56.1%) missing values | Missing |
UPN is uniformly distributed | Uniform |
Surname is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Forename is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Middlenames is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
PreferredSurname is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
FormerSurname is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
DoB is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
B is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
J is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
W is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
H is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
R is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
S is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
T is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
N is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
D is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Reproduction
| Analysis started | 2023-06-26 14:01:40.329716 |
|---|---|
| Analysis finished | 2023-06-26 14:01:59.188251 |
| Duration | 18.86 seconds |
| Software version | pandas-profiling v3.6.6 |
| Download configuration | config.json |
Estab
Real number (ℝ)
| Distinct | 9587 |
|---|---|
| Distinct (%) | 95.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 189905.39 |
| Minimum | 57985 |
|---|---|
| Maximum | 293928 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.2 KiB |
Quantile statistics
| Minimum | 57985 |
|---|---|
| 5-th percentile | 132361.35 |
| Q1 | 166171.75 |
| median | 190595.5 |
| Q3 | 214003 |
| 95-th percentile | 247928.2 |
| Maximum | 293928 |
| Range | 235943 |
| Interquartile range (IQR) | 47831.25 |
Descriptive statistics
| Standard deviation | 35116.21 |
|---|---|
| Coefficient of variation (CV) | 0.18491423 |
| Kurtosis | -0.10786674 |
| Mean | 189905.39 |
| Median Absolute Deviation (MAD) | 23888 |
| Skewness | -0.042528573 |
| Sum | 1.8990539 × 109 |
| Variance | 1.2331482 × 109 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 146550 | 3 | < 0.1% |
| 221353 | 3 | < 0.1% |
| 194420 | 3 | < 0.1% |
| 214034 | 3 | < 0.1% |
| 206150 | 3 | < 0.1% |
| 169253 | 3 | < 0.1% |
| 191300 | 3 | < 0.1% |
| 161702 | 3 | < 0.1% |
| 184952 | 3 | < 0.1% |
| 243467 | 3 | < 0.1% |
| Other values (9577) | 9970 |
| Value | Count | Frequency (%) |
| 57985 | 1 | |
| 65974 | 1 | |
| 71604 | 1 | |
| 74811 | 1 | |
| 74870 | 1 | |
| 74935 | 1 | |
| 77483 | 1 | |
| 77703 | 1 | |
| 77939 | 1 | |
| 81147 | 1 |
| Value | Count | Frequency (%) |
| 293928 | 1 | |
| 292083 | 1 | |
| 291610 | 1 | |
| 291551 | 1 | |
| 291246 | 1 | |
| 291008 | 1 | |
| 289771 | 1 | |
| 289670 | 1 | |
| 288886 | 1 | |
| 288203 | 1 |
UPN
Categorical
HIGH CARDINALITY UNIFORM
| Distinct | 8626 |
|---|---|
| Distinct (%) | 86.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 78.2 KiB |
| 205cc514-0a71-4e71-a0d5-19fcc0f12e6f | 5 |
|---|---|
| 7ae4dc3d-52f0-4db3-8f72-ad1a5334897c | 4 |
| 49f5db9a-5e7c-49e8-a627-5bd8ad26482f | 4 |
| 791ddd77-5f6f-4744-ab30-f26c48da4373 | 4 |
| 68f19184-fe32-46eb-bec5-898d0f9eea07 | 4 |
| Other values (8621) |
Length
| Max length | 36 |
|---|---|
| Median length | 36 |
| Mean length | 36 |
| Min length | 36 |
Characters and Unicode
| Total characters | 360000 |
|---|---|
| Distinct characters | 17 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 7386 ? |
|---|---|
| Unique (%) | 73.9% |
Sample
| 1st row | 2fa67447-1c17-4aa2-9aeb-6e79f83eb121 |
|---|---|
| 2nd row | 6bdd9ae9-8ce3-4fcf-88a1-773376ab8022 |
| 3rd row | 6d5dba99-f3f9-41aa-baa7-549132c6b1df |
| 4th row | 7738a3e3-d441-4879-914d-2276196e946a |
| 5th row | c5985061-04ff-41e1-a09f-31ee30ef9681 |
Common Values
| Value | Count | Frequency (%) |
| 205cc514-0a71-4e71-a0d5-19fcc0f12e6f | 5 | 0.1% |
| 7ae4dc3d-52f0-4db3-8f72-ad1a5334897c | 4 | < 0.1% |
| 49f5db9a-5e7c-49e8-a627-5bd8ad26482f | 4 | < 0.1% |
| 791ddd77-5f6f-4744-ab30-f26c48da4373 | 4 | < 0.1% |
| 68f19184-fe32-46eb-bec5-898d0f9eea07 | 4 | < 0.1% |
| 4181bd3b-7cf3-4a90-ad92-994470d0a072 | 4 | < 0.1% |
| 0d2e2438-943b-44ce-a89a-1a63f7d60d05 | 4 | < 0.1% |
| 915f855f-b698-4d4f-880e-abc5d71dcebf | 4 | < 0.1% |
| abe4288e-c183-4e5f-bb25-214751f70a36 | 4 | < 0.1% |
| a8efc11c-98d5-45fc-b4c1-083a4b698f2f | 3 | < 0.1% |
| Other values (8616) | 9960 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 205cc514-0a71-4e71-a0d5-19fcc0f12e6f | 5 | < 0.1% |
| 49f5db9a-5e7c-49e8-a627-5bd8ad26482f | 4 | < 0.1% |
| 791ddd77-5f6f-4744-ab30-f26c48da4373 | 4 | < 0.1% |
| 68f19184-fe32-46eb-bec5-898d0f9eea07 | 4 | < 0.1% |
| 4181bd3b-7cf3-4a90-ad92-994470d0a072 | 4 | < 0.1% |
| 0d2e2438-943b-44ce-a89a-1a63f7d60d05 | 4 | < 0.1% |
| 915f855f-b698-4d4f-880e-abc5d71dcebf | 4 | < 0.1% |
| abe4288e-c183-4e5f-bb25-214751f70a36 | 4 | < 0.1% |
| 7ae4dc3d-52f0-4db3-8f72-ad1a5334897c | 4 | < 0.1% |
| 23601855-63d6-41d7-99e5-ad725fbc9af4 | 3 | < 0.1% |
| Other values (8616) | 9960 |
Most occurring characters
| Value | Count | Frequency (%) |
| - | 40000 | 11.1% |
| 4 | 28670 | 8.0% |
| 8 | 21340 | 5.9% |
| 9 | 21297 | 5.9% |
| b | 21203 | 5.9% |
| a | 21111 | 5.9% |
| 3 | 19005 | 5.3% |
| 5 | 18952 | 5.3% |
| c | 18916 | 5.3% |
| 1 | 18906 | 5.3% |
| Other values (7) | 130600 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 203047 | |
| Lowercase Letter | 116953 | |
| Dash Punctuation | 40000 | 11.1% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 4 | 28670 | |
| 8 | 21340 | |
| 9 | 21297 | |
| 3 | 19005 | |
| 5 | 18952 | |
| 1 | 18906 | |
| 6 | 18797 | |
| 7 | 18782 | |
| 2 | 18688 | |
| 0 | 18610 |
Lowercase Letter
| Value | Count | Frequency (%) |
| b | 21203 | |
| a | 21111 | |
| c | 18916 | |
| d | 18642 | |
| e | 18636 | |
| f | 18445 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 40000 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 243047 | |
| Latin | 116953 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| - | 40000 | |
| 4 | 28670 | |
| 8 | 21340 | |
| 9 | 21297 | |
| 3 | 19005 | |
| 5 | 18952 | |
| 1 | 18906 | |
| 6 | 18797 | |
| 7 | 18782 | |
| 2 | 18688 |
Latin
| Value | Count | Frequency (%) |
| b | 21203 | |
| a | 21111 | |
| c | 18916 | |
| d | 18642 | |
| e | 18636 | |
| f | 18445 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 360000 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| - | 40000 | 11.1% |
| 4 | 28670 | 8.0% |
| 8 | 21340 | 5.9% |
| 9 | 21297 | 5.9% |
| b | 21203 | 5.9% |
| a | 21111 | 5.9% |
| 3 | 19005 | 5.3% |
| 5 | 18952 | 5.3% |
| c | 18916 | 5.3% |
| 1 | 18906 | 5.3% |
| Other values (7) | 130600 |
Surname
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 10000 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 78.2 KiB |
Forename
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 10000 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 78.2 KiB |
Middlenames
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 10000 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 78.2 KiB |
PreferredSurname
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 10000 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 78.2 KiB |
FormerSurname
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 10000 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 78.2 KiB |
Gender
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 78.2 KiB |
| F | |
|---|---|
| M |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 10000 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | F |
|---|---|
| 2nd row | F |
| 3rd row | F |
| 4th row | F |
| 5th row | F |
Common Values
| Value | Count | Frequency (%) |
| F | 5098 | |
| M | 4902 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| f | 5098 | |
| m | 4902 |
Most occurring characters
| Value | Count | Frequency (%) |
| F | 5098 | |
| M | 4902 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 10000 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| F | 5098 | |
| M | 4902 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 10000 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| F | 5098 | |
| M | 4902 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 10000 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| F | 5098 | |
| M | 4902 |
DoB
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 10000 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 78.2 KiB |
EnrolStatus
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 78.2 KiB |
| C | |
|---|---|
| Leaver | 905 |
| M | 9 |
| S | 5 |
Length
| Max length | 6 |
|---|---|
| Median length | 1 |
| Mean length | 1.4525 |
| Min length | 1 |
Characters and Unicode
| Total characters | 14525 |
|---|---|
| Distinct characters | 8 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | C |
|---|---|
| 2nd row | C |
| 3rd row | C |
| 4th row | C |
| 5th row | C |
Common Values
| Value | Count | Frequency (%) |
| C | 9081 | |
| Leaver | 905 | 9.0% |
| M | 9 | 0.1% |
| S | 5 | 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| c | 9081 | |
| leaver | 905 | 9.0% |
| m | 9 | 0.1% |
| s | 5 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| C | 9081 | |
| e | 1810 | 12.5% |
| L | 905 | 6.2% |
| a | 905 | 6.2% |
| v | 905 | 6.2% |
| r | 905 | 6.2% |
| M | 9 | 0.1% |
| S | 5 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 10000 | |
| Lowercase Letter | 4525 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| C | 9081 | |
| L | 905 | 9.0% |
| M | 9 | 0.1% |
| S | 5 | < 0.1% |
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 1810 | |
| a | 905 | |
| v | 905 | |
| r | 905 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 14525 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| C | 9081 | |
| e | 1810 | 12.5% |
| L | 905 | 6.2% |
| a | 905 | 6.2% |
| v | 905 | 6.2% |
| r | 905 | 6.2% |
| M | 9 | 0.1% |
| S | 5 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 14525 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| C | 9081 | |
| e | 1810 | 12.5% |
| L | 905 | 6.2% |
| a | 905 | 6.2% |
| v | 905 | 6.2% |
| r | 905 | 6.2% |
| M | 9 | 0.1% |
| S | 5 | < 0.1% |
EntryDate
Categorical
| Distinct | 398 |
|---|---|
| Distinct (%) | 4.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 78.2 KiB |
| 2019-09-04 00:00:00 | |
|---|---|
| 2021-09-03 00:00:00 | |
| 2020-09-03 00:00:00 | |
| 2017-09-06 00:00:00 | |
| 2018-09-07 00:00:00 | |
| Other values (393) |
Length
| Max length | 19 |
|---|---|
| Median length | 19 |
| Mean length | 19 |
| Min length | 19 |
Characters and Unicode
| Total characters | 190000 |
|---|---|
| Distinct characters | 13 |
| Distinct categories | 4 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 163 ? |
|---|---|
| Unique (%) | 1.6% |
Sample
| 1st row | 2019-09-04 00:00:00 |
|---|---|
| 2nd row | 2020-09-02 00:00:00 |
| 3rd row | 2018-09-07 00:00:00 |
| 4th row | 2017-09-06 00:00:00 |
| 5th row | 2021-09-03 00:00:00 |
Common Values
| Value | Count | Frequency (%) |
| 2019-09-04 00:00:00 | 1149 | 11.5% |
| 2021-09-03 00:00:00 | 1052 | 10.5% |
| 2020-09-03 00:00:00 | 1044 | 10.4% |
| 2017-09-06 00:00:00 | 862 | 8.6% |
| 2018-09-07 00:00:00 | 617 | 6.2% |
| 2021-09-02 00:00:00 | 405 | 4.0% |
| 2018-09-06 00:00:00 | 401 | 4.0% |
| 2018-09-05 00:00:00 | 388 | 3.9% |
| 2020-09-02 00:00:00 | 382 | 3.8% |
| 2020-09-01 00:00:00 | 366 | 3.7% |
| Other values (388) | 3334 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 00:00:00 | 10000 | |
| 2019-09-04 | 1149 | 5.7% |
| 2021-09-03 | 1052 | 5.3% |
| 2020-09-03 | 1044 | 5.2% |
| 2017-09-06 | 862 | 4.3% |
| 2018-09-07 | 617 | 3.1% |
| 2021-09-02 | 405 | 2.0% |
| 2018-09-06 | 401 | 2.0% |
| 2018-09-05 | 388 | 1.9% |
| 2020-09-02 | 382 | 1.9% |
| Other values (389) | 3700 | 18.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 91341 | |
| - | 20000 | 10.5% |
| : | 20000 | 10.5% |
| 2 | 15895 | 8.4% |
| 9 | 11384 | 6.0% |
| 10000 | 5.3% | |
| 1 | 9901 | 5.2% |
| 3 | 2716 | 1.4% |
| 7 | 2254 | 1.2% |
| 8 | 2192 | 1.2% |
| Other values (3) | 4317 | 2.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 140000 | |
| Dash Punctuation | 20000 | 10.5% |
| Other Punctuation | 20000 | 10.5% |
| Space Separator | 10000 | 5.3% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 91341 | |
| 2 | 15895 | 11.4% |
| 9 | 11384 | 8.1% |
| 1 | 9901 | 7.1% |
| 3 | 2716 | 1.9% |
| 7 | 2254 | 1.6% |
| 8 | 2192 | 1.6% |
| 4 | 1879 | 1.3% |
| 6 | 1620 | 1.2% |
| 5 | 818 | 0.6% |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 20000 |
Other Punctuation
| Value | Count | Frequency (%) |
| : | 20000 |
Space Separator
| Value | Count | Frequency (%) |
| 10000 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 190000 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 91341 | |
| - | 20000 | 10.5% |
| : | 20000 | 10.5% |
| 2 | 15895 | 8.4% |
| 9 | 11384 | 6.0% |
| 10000 | 5.3% | |
| 1 | 9901 | 5.2% |
| 3 | 2716 | 1.4% |
| 7 | 2254 | 1.2% |
| 8 | 2192 | 1.2% |
| Other values (3) | 4317 | 2.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 190000 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 91341 | |
| - | 20000 | 10.5% |
| : | 20000 | 10.5% |
| 2 | 15895 | 8.4% |
| 9 | 11384 | 6.0% |
| 10000 | 5.3% | |
| 1 | 9901 | 5.2% |
| 3 | 2716 | 1.4% |
| 7 | 2254 | 1.2% |
| 8 | 2192 | 1.2% |
| Other values (3) | 4317 | 2.3% |
NCyearActual
Categorical
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 78.2 KiB |
| 10 | |
|---|---|
| 9 | |
| 8 | |
| 7 | |
| 11 |
Length
| Max length | 6 |
|---|---|
| Median length | 1 |
| Mean length | 1.5531 |
| Min length | 1 |
Characters and Unicode
| Total characters | 15531 |
|---|---|
| Distinct characters | 10 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 8 |
|---|---|
| 2nd row | 7 |
| 3rd row | 9 |
| 4th row | 7 |
| 5th row | 11 |
Common Values
| Value | Count | Frequency (%) |
| 10 | 2067 | |
| 9 | 2015 | |
| 8 | 2005 | |
| 7 | 1897 | |
| 11 | 1654 | |
| Leaver | 362 | 3.6% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 10 | 2067 | |
| 9 | 2015 | |
| 8 | 2005 | |
| 7 | 1897 | |
| 11 | 1654 | |
| leaver | 362 | 3.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 5375 | |
| 0 | 2067 | 13.3% |
| 9 | 2015 | 13.0% |
| 8 | 2005 | 12.9% |
| 7 | 1897 | 12.2% |
| e | 724 | 4.7% |
| L | 362 | 2.3% |
| a | 362 | 2.3% |
| v | 362 | 2.3% |
| r | 362 | 2.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 13359 | |
| Lowercase Letter | 1810 | 11.7% |
| Uppercase Letter | 362 | 2.3% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 5375 | |
| 0 | 2067 | 15.5% |
| 9 | 2015 | 15.1% |
| 8 | 2005 | 15.0% |
| 7 | 1897 | 14.2% |
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 724 | |
| a | 362 | |
| v | 362 | |
| r | 362 |
Uppercase Letter
| Value | Count | Frequency (%) |
| L | 362 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 13359 | |
| Latin | 2172 | 14.0% |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 5375 | |
| 0 | 2067 | 15.5% |
| 9 | 2015 | 15.1% |
| 8 | 2005 | 15.0% |
| 7 | 1897 | 14.2% |
Latin
| Value | Count | Frequency (%) |
| e | 724 | |
| L | 362 | |
| a | 362 | |
| v | 362 | |
| r | 362 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 15531 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 5375 | |
| 0 | 2067 | 13.3% |
| 9 | 2015 | 13.0% |
| 8 | 2005 | 12.9% |
| 7 | 1897 | 12.2% |
| e | 724 | 4.7% |
| L | 362 | 2.3% |
| a | 362 | 2.3% |
| v | 362 | 2.3% |
| r | 362 | 2.3% |
TermlySessionsPossible
Real number (ℝ)
| Distinct | 71 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 127.741 |
| Minimum | 66 |
|---|---|
| Maximum | 144 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.2 KiB |
Quantile statistics
| Minimum | 66 |
|---|---|
| 5-th percentile | 104 |
| Q1 | 121 |
| median | 130 |
| Q3 | 138 |
| 95-th percentile | 143 |
| Maximum | 144 |
| Range | 78 |
| Interquartile range (IQR) | 17 |
Descriptive statistics
| Standard deviation | 12.218537 |
|---|---|
| Coefficient of variation (CV) | 0.095650864 |
| Kurtosis | 0.63392224 |
| Mean | 127.741 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | -0.95112932 |
| Sum | 1277410 |
| Variance | 149.29265 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 138 | 405 | 4.0% |
| 140 | 397 | 4.0% |
| 139 | 392 | 3.9% |
| 143 | 383 | 3.8% |
| 141 | 379 | 3.8% |
| 135 | 369 | 3.7% |
| 137 | 365 | 3.6% |
| 131 | 361 | 3.6% |
| 142 | 356 | 3.6% |
| 136 | 354 | 3.5% |
| Other values (61) | 6239 |
| Value | Count | Frequency (%) |
| 66 | 1 | < 0.1% |
| 75 | 1 | < 0.1% |
| 76 | 2 | < 0.1% |
| 77 | 3 | |
| 78 | 3 | |
| 79 | 2 | < 0.1% |
| 80 | 1 | < 0.1% |
| 81 | 4 | |
| 82 | 6 | |
| 83 | 4 |
| Value | Count | Frequency (%) |
| 144 | 198 | |
| 143 | 383 | |
| 142 | 356 | |
| 141 | 379 | |
| 140 | 397 | |
| 139 | 392 | |
| 138 | 405 | |
| 137 | 365 | |
| 136 | 354 | |
| 135 | 369 |
/
Real number (ℝ)
| Distinct | 68 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 58.2654 |
| Minimum | 16 |
|---|---|
| Maximum | 87 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.2 KiB |
Quantile statistics
| Minimum | 16 |
|---|---|
| 5-th percentile | 40 |
| Q1 | 51 |
| median | 58 |
| Q3 | 66 |
| 95-th percentile | 76 |
| Maximum | 87 |
| Range | 71 |
| Interquartile range (IQR) | 15 |
Descriptive statistics
| Standard deviation | 10.677845 |
|---|---|
| Coefficient of variation (CV) | 0.18326219 |
| Kurtosis | -0.15044259 |
| Mean | 58.2654 |
| Median Absolute Deviation (MAD) | 7 |
| Skewness | -0.060005437 |
| Sum | 582654 |
| Variance | 114.01636 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 58 | 383 | 3.8% |
| 59 | 381 | 3.8% |
| 55 | 372 | 3.7% |
| 54 | 358 | 3.6% |
| 61 | 356 | 3.6% |
| 56 | 353 | 3.5% |
| 53 | 350 | 3.5% |
| 62 | 350 | 3.5% |
| 63 | 345 | 3.5% |
| 57 | 345 | 3.5% |
| Other values (58) | 6407 |
| Value | Count | Frequency (%) |
| 16 | 1 | < 0.1% |
| 19 | 1 | < 0.1% |
| 22 | 1 | < 0.1% |
| 23 | 2 | < 0.1% |
| 24 | 4 | < 0.1% |
| 25 | 2 | < 0.1% |
| 26 | 6 | |
| 27 | 3 | < 0.1% |
| 28 | 6 | |
| 29 | 10 |
| Value | Count | Frequency (%) |
| 87 | 7 | 0.1% |
| 86 | 20 | 0.2% |
| 85 | 19 | 0.2% |
| 84 | 22 | 0.2% |
| 83 | 37 | |
| 82 | 27 | |
| 81 | 42 | |
| 80 | 51 | |
| 79 | 54 | |
| 78 | 64 |
\
Real number (ℝ)
| Distinct | 57 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 59.24 |
| Minimum | 13 |
|---|---|
| Maximum | 72 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.2 KiB |
Quantile statistics
| Minimum | 13 |
|---|---|
| 5-th percentile | 41 |
| Q1 | 54 |
| median | 61 |
| Q3 | 67 |
| 95-th percentile | 71 |
| Maximum | 72 |
| Range | 59 |
| Interquartile range (IQR) | 13 |
Descriptive statistics
| Standard deviation | 9.3257867 |
|---|---|
| Coefficient of variation (CV) | 0.15742381 |
| Kurtosis | 0.80296974 |
| Mean | 59.24 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | -0.94694434 |
| Sum | 592400 |
| Variance | 86.970297 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 67 | 508 | 5.1% |
| 69 | 486 | 4.9% |
| 70 | 483 | 4.8% |
| 66 | 470 | 4.7% |
| 62 | 464 | 4.6% |
| 71 | 450 | 4.5% |
| 68 | 436 | 4.4% |
| 64 | 424 | 4.2% |
| 65 | 420 | 4.2% |
| 63 | 415 | 4.2% |
| Other values (47) | 5444 |
| Value | Count | Frequency (%) |
| 13 | 1 | < 0.1% |
| 15 | 2 | < 0.1% |
| 18 | 1 | < 0.1% |
| 19 | 1 | < 0.1% |
| 20 | 3 | |
| 21 | 5 | |
| 22 | 4 | |
| 23 | 5 | |
| 24 | 5 | |
| 25 | 6 |
| Value | Count | Frequency (%) |
| 72 | 226 | |
| 71 | 450 | |
| 70 | 483 | |
| 69 | 486 | |
| 68 | 436 | |
| 67 | 508 | |
| 66 | 470 | |
| 65 | 420 | |
| 64 | 424 | |
| 63 | 415 |
B
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 10000 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 78.2 KiB |
J
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 10000 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 78.2 KiB |
L
Real number (ℝ)
| Distinct | 24 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 4950 |
| Missing (%) | 49.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.0833663 |
| Minimum | 1 |
|---|---|
| Maximum | 30 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.2 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 4 |
| Q3 | 7 |
| 95-th percentile | 12 |
| Maximum | 30 |
| Range | 29 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 3.4227433 |
|---|---|
| Coefficient of variation (CV) | 0.67332218 |
| Kurtosis | 1.8172331 |
| Mean | 5.0833663 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 1.2095814 |
| Sum | 25671 |
| Variance | 11.715172 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=24)
| Value | Count | Frequency (%) |
| 2 | 828 | 8.3% |
| 3 | 729 | 7.3% |
| 4 | 611 | 6.1% |
| 5 | 529 | 5.3% |
| 1 | 491 | 4.9% |
| 6 | 447 | 4.5% |
| 7 | 339 | 3.4% |
| 8 | 285 | 2.9% |
| 9 | 223 | 2.2% |
| 10 | 162 | 1.6% |
| Other values (14) | 406 | 4.1% |
| (Missing) | 4950 |
| Value | Count | Frequency (%) |
| 1 | 491 | |
| 2 | 828 | |
| 3 | 729 | |
| 4 | 611 | |
| 5 | 529 | |
| 6 | 447 | |
| 7 | 339 | |
| 8 | 285 | 2.9% |
| 9 | 223 | 2.2% |
| 10 | 162 | 1.6% |
| Value | Count | Frequency (%) |
| 30 | 1 | < 0.1% |
| 23 | 1 | < 0.1% |
| 22 | 1 | < 0.1% |
| 21 | 1 | < 0.1% |
| 20 | 5 | 0.1% |
| 19 | 1 | < 0.1% |
| 18 | 12 | 0.1% |
| 17 | 8 | 0.1% |
| 16 | 25 | |
| 15 | 35 |
P
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 9117 |
| Missing (%) | 91.2% |
| Memory size | 78.2 KiB |
| 1.0 | |
|---|---|
| 2.0 | |
| 3.0 | 28 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 2649 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 1.0 |
| 4th row | 1.0 |
| 5th row | 2.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 631 | 6.3% |
| 2.0 | 224 | 2.2% |
| 3.0 | 28 | 0.3% |
| (Missing) | 9117 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1.0 | 631 | |
| 2.0 | 224 | 25.4% |
| 3.0 | 28 | 3.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| . | 883 | |
| 0 | 883 | |
| 1 | 631 | |
| 2 | 224 | 8.5% |
| 3 | 28 | 1.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1766 | |
| Other Punctuation | 883 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 883 | |
| 1 | 631 | |
| 2 | 224 | 12.7% |
| 3 | 28 | 1.6% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 883 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 2649 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| . | 883 | |
| 0 | 883 | |
| 1 | 631 | |
| 2 | 224 | 8.5% |
| 3 | 28 | 1.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2649 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| . | 883 | |
| 0 | 883 | |
| 1 | 631 | |
| 2 | 224 | 8.5% |
| 3 | 28 | 1.1% |
V
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 6522 |
| Missing (%) | 65.2% |
| Memory size | 78.2 KiB |
| 2.0 | |
|---|---|
| 1.0 | |
| 3.0 | |
| 4.0 | 9 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 10434 |
|---|---|
| Distinct characters | 6 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2.0 |
|---|---|
| 2nd row | 3.0 |
| 3rd row | 2.0 |
| 4th row | 2.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 2.0 | 1694 | 16.9% |
| 1.0 | 1517 | 15.2% |
| 3.0 | 258 | 2.6% |
| 4.0 | 9 | 0.1% |
| (Missing) | 6522 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2.0 | 1694 | |
| 1.0 | 1517 | |
| 3.0 | 258 | 7.4% |
| 4.0 | 9 | 0.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| . | 3478 | |
| 0 | 3478 | |
| 2 | 1694 | |
| 1 | 1517 | |
| 3 | 258 | 2.5% |
| 4 | 9 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 6956 | |
| Other Punctuation | 3478 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 3478 | |
| 2 | 1694 | |
| 1 | 1517 | |
| 3 | 258 | 3.7% |
| 4 | 9 | 0.1% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 3478 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 10434 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| . | 3478 | |
| 0 | 3478 | |
| 2 | 1694 | |
| 1 | 1517 | |
| 3 | 258 | 2.5% |
| 4 | 9 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 10434 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| . | 3478 | |
| 0 | 3478 | |
| 2 | 1694 | |
| 1 | 1517 | |
| 3 | 258 | 2.5% |
| 4 | 9 | 0.1% |
W
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 10000 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 78.2 KiB |
C
Real number (ℝ)
| Distinct | 18 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 8208 |
| Missing (%) | 82.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.1729911 |
| Minimum | 1 |
|---|---|
| Maximum | 19 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.2 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 3 |
| Q3 | 5 |
| 95-th percentile | 10 |
| Maximum | 19 |
| Range | 18 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 2.942438 |
|---|---|
| Coefficient of variation (CV) | 0.70511485 |
| Kurtosis | 2.3678834 |
| Mean | 4.1729911 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 1.425616 |
| Sum | 7478 |
| Variance | 8.6579412 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=18)
| Value | Count | Frequency (%) |
| 2 | 378 | 3.8% |
| 3 | 279 | 2.8% |
| 1 | 262 | 2.6% |
| 4 | 234 | 2.3% |
| 5 | 192 | 1.9% |
| 6 | 115 | 1.1% |
| 7 | 104 | 1.0% |
| 8 | 73 | 0.7% |
| 9 | 45 | 0.4% |
| 10 | 36 | 0.4% |
| Other values (8) | 74 | 0.7% |
| (Missing) | 8208 |
| Value | Count | Frequency (%) |
| 1 | 262 | |
| 2 | 378 | |
| 3 | 279 | |
| 4 | 234 | |
| 5 | 192 | |
| 6 | 115 | 1.1% |
| 7 | 104 | 1.0% |
| 8 | 73 | 0.7% |
| 9 | 45 | 0.4% |
| 10 | 36 | 0.4% |
| Value | Count | Frequency (%) |
| 19 | 1 | < 0.1% |
| 17 | 5 | 0.1% |
| 16 | 4 | < 0.1% |
| 15 | 3 | < 0.1% |
| 14 | 13 | 0.1% |
| 13 | 9 | 0.1% |
| 12 | 19 | |
| 11 | 20 | |
| 10 | 36 | |
| 9 | 45 |
E
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 50.0% |
| Missing | 9996 |
| Missing (%) | > 99.9% |
| Memory size | 78.2 KiB |
| 5.0 | |
|---|---|
| 3.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 12 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 25.0% |
Sample
| 1st row | 3.0 |
|---|---|
| 2nd row | 5.0 |
| 3rd row | 5.0 |
| 4th row | 5.0 |
Common Values
| Value | Count | Frequency (%) |
| 5.0 | 3 | < 0.1% |
| 3.0 | 1 | < 0.1% |
| (Missing) | 9996 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 5.0 | 3 | |
| 3.0 | 1 | 25.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| . | 4 | |
| 0 | 4 | |
| 5 | 3 | |
| 3 | 1 | 8.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 8 | |
| Other Punctuation | 4 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 4 | |
| 5 | 3 | |
| 3 | 1 | 12.5% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 4 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 12 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| . | 4 | |
| 0 | 4 | |
| 5 | 3 | |
| 3 | 1 | 8.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 12 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| . | 4 | |
| 0 | 4 | |
| 5 | 3 | |
| 3 | 1 | 8.3% |
H
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 10000 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 78.2 KiB |
I
Real number (ℝ)
| Distinct | 45 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 3718 |
| Missing (%) | 37.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.412289 |
| Minimum | 1 |
|---|---|
| Maximum | 52 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.2 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 5 |
| median | 9 |
| Q3 | 15 |
| 95-th percentile | 24 |
| Maximum | 52 |
| Range | 51 |
| Interquartile range (IQR) | 10 |
Descriptive statistics
| Standard deviation | 7.2735152 |
|---|---|
| Coefficient of variation (CV) | 0.69855102 |
| Kurtosis | 0.91189774 |
| Mean | 10.412289 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | 1.0066779 |
| Sum | 65410 |
| Variance | 52.904023 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=45)
| Value | Count | Frequency (%) |
| 3 | 472 | 4.7% |
| 2 | 422 | 4.2% |
| 4 | 420 | 4.2% |
| 5 | 399 | 4.0% |
| 10 | 361 | 3.6% |
| 6 | 356 | 3.6% |
| 9 | 346 | 3.5% |
| 7 | 340 | 3.4% |
| 8 | 307 | 3.1% |
| 11 | 291 | 2.9% |
| Other values (35) | 2568 | |
| (Missing) | 3718 |
| Value | Count | Frequency (%) |
| 1 | 239 | |
| 2 | 422 | |
| 3 | 472 | |
| 4 | 420 | |
| 5 | 399 | |
| 6 | 356 | |
| 7 | 340 | |
| 8 | 307 | |
| 9 | 346 | |
| 10 | 361 |
| Value | Count | Frequency (%) |
| 52 | 1 | < 0.1% |
| 46 | 1 | < 0.1% |
| 43 | 1 | < 0.1% |
| 42 | 1 | < 0.1% |
| 41 | 2 | < 0.1% |
| 40 | 4 | |
| 39 | 2 | < 0.1% |
| 38 | 1 | < 0.1% |
| 37 | 7 | |
| 36 | 3 |
M
Real number (ℝ)
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 6306 |
| Missing (%) | 63.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.8941527 |
| Minimum | 1 |
|---|---|
| Maximum | 6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.2 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 2 |
| Q3 | 2 |
| 95-th percentile | 4 |
| Maximum | 6 |
| Range | 5 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.8924896 |
|---|---|
| Coefficient of variation (CV) | 0.47118145 |
| Kurtosis | 0.77289862 |
| Mean | 1.8941527 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.94951413 |
| Sum | 6997 |
| Variance | 0.79653769 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) |
| 2 | 1509 | 15.1% |
| 1 | 1407 | 14.1% |
| 3 | 580 | 5.8% |
| 4 | 160 | 1.6% |
| 5 | 36 | 0.4% |
| 6 | 2 | < 0.1% |
| (Missing) | 6306 |
| Value | Count | Frequency (%) |
| 1 | 1407 | |
| 2 | 1509 | |
| 3 | 580 | 5.8% |
| 4 | 160 | 1.6% |
| 5 | 36 | 0.4% |
| 6 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 6 | 2 | < 0.1% |
| 5 | 36 | 0.4% |
| 4 | 160 | 1.6% |
| 3 | 580 | 5.8% |
| 2 | 1509 | |
| 1 | 1407 |
R
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 10000 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 78.2 KiB |
S
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 10000 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 78.2 KiB |
T
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 10000 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 78.2 KiB |
G
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | 60.0% |
| Missing | 9995 |
| Missing (%) | > 99.9% |
| Memory size | 78.2 KiB |
| 7.0 | |
|---|---|
| 6.0 | |
| 4.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 15 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | 40.0% |
Sample
| 1st row | 6.0 |
|---|---|
| 2nd row | 7.0 |
| 3rd row | 7.0 |
| 4th row | 4.0 |
| 5th row | 7.0 |
Common Values
| Value | Count | Frequency (%) |
| 7.0 | 3 | < 0.1% |
| 6.0 | 1 | < 0.1% |
| 4.0 | 1 | < 0.1% |
| (Missing) | 9995 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 7.0 | 3 | |
| 6.0 | 1 | 20.0% |
| 4.0 | 1 | 20.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| . | 5 | |
| 0 | 5 | |
| 7 | 3 | |
| 6 | 1 | 6.7% |
| 4 | 1 | 6.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 10 | |
| Other Punctuation | 5 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 5 | |
| 7 | 3 | |
| 6 | 1 | 10.0% |
| 4 | 1 | 10.0% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 5 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 15 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| . | 5 | |
| 0 | 5 | |
| 7 | 3 | |
| 6 | 1 | 6.7% |
| 4 | 1 | 6.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 15 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| . | 5 | |
| 0 | 5 | |
| 7 | 3 | |
| 6 | 1 | 6.7% |
| 4 | 1 | 6.7% |
N
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 10000 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 78.2 KiB |
O
Real number (ℝ)
| Distinct | 29 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 7719 |
| Missing (%) | 77.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.3160894 |
| Minimum | 1 |
|---|---|
| Maximum | 30 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.2 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3 |
| median | 5 |
| Q3 | 9 |
| 95-th percentile | 16 |
| Maximum | 30 |
| Range | 29 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 4.7847116 |
|---|---|
| Coefficient of variation (CV) | 0.75754335 |
| Kurtosis | 2.0423369 |
| Mean | 6.3160894 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 1.3373435 |
| Sum | 14407 |
| Variance | 22.893465 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=29)
| Value | Count | Frequency (%) |
| 2 | 341 | 3.4% |
| 3 | 268 | 2.7% |
| 4 | 230 | 2.3% |
| 1 | 202 | 2.0% |
| 5 | 197 | 2.0% |
| 6 | 172 | 1.7% |
| 7 | 139 | 1.4% |
| 8 | 129 | 1.3% |
| 9 | 116 | 1.2% |
| 10 | 80 | 0.8% |
| Other values (19) | 407 | 4.1% |
| (Missing) | 7719 |
| Value | Count | Frequency (%) |
| 1 | 202 | |
| 2 | 341 | |
| 3 | 268 | |
| 4 | 230 | |
| 5 | 197 | |
| 6 | 172 | |
| 7 | 139 | |
| 8 | 129 | 1.3% |
| 9 | 116 | 1.2% |
| 10 | 80 | 0.8% |
| Value | Count | Frequency (%) |
| 30 | 2 | < 0.1% |
| 29 | 4 | |
| 27 | 1 | < 0.1% |
| 26 | 1 | < 0.1% |
| 25 | 3 | < 0.1% |
| 24 | 3 | < 0.1% |
| 23 | 3 | < 0.1% |
| 22 | 5 | |
| 21 | 7 | |
| 20 | 8 |
U
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 1.8% |
| Missing | 9890 |
| Missing (%) | 98.9% |
| Memory size | 78.2 KiB |
| 1.0 | |
|---|---|
| 2.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 330 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 2.0 |
| 3rd row | 1.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 75 | 0.8% |
| 2.0 | 35 | 0.4% |
| (Missing) | 9890 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1.0 | 75 | |
| 2.0 | 35 |
Most occurring characters
| Value | Count | Frequency (%) |
| . | 110 | |
| 0 | 110 | |
| 1 | 75 | |
| 2 | 35 | 10.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 220 | |
| Other Punctuation | 110 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 110 | |
| 1 | 75 | |
| 2 | 35 | 15.9% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 110 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 330 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| . | 110 | |
| 0 | 110 | |
| 1 | 75 | |
| 2 | 35 | 10.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 330 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| . | 110 | |
| 0 | 110 | |
| 1 | 75 | |
| 2 | 35 | 10.6% |
D
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 10000 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 78.2 KiB |
X
Real number (ℝ)
| Distinct | 18 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 5672 |
| Missing (%) | 56.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.1980129 |
| Minimum | 1 |
|---|---|
| Maximum | 18 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.2 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 4 |
| median | 6 |
| Q3 | 8 |
| 95-th percentile | 12 |
| Maximum | 18 |
| Range | 17 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 3.1864234 |
|---|---|
| Coefficient of variation (CV) | 0.51410402 |
| Kurtosis | -0.10398097 |
| Mean | 6.1980129 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.53971118 |
| Sum | 26825 |
| Variance | 10.153294 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=18)
| Value | Count | Frequency (%) |
| 5 | 512 | 5.1% |
| 6 | 509 | 5.1% |
| 4 | 481 | 4.8% |
| 7 | 465 | 4.7% |
| 3 | 443 | 4.4% |
| 8 | 383 | 3.8% |
| 2 | 366 | 3.7% |
| 9 | 313 | 3.1% |
| 10 | 245 | 2.5% |
| 11 | 175 | 1.8% |
| Other values (8) | 436 | 4.4% |
| (Missing) | 5672 |
| Value | Count | Frequency (%) |
| 1 | 168 | 1.7% |
| 2 | 366 | |
| 3 | 443 | |
| 4 | 481 | |
| 5 | 512 | |
| 6 | 509 | |
| 7 | 465 | |
| 8 | 383 | |
| 9 | 313 | |
| 10 | 245 |
| Value | Count | Frequency (%) |
| 18 | 3 | < 0.1% |
| 17 | 7 | 0.1% |
| 16 | 6 | 0.1% |
| 15 | 28 | 0.3% |
| 14 | 47 | 0.5% |
| 13 | 76 | 0.8% |
| 12 | 101 | 1.0% |
| 11 | 175 | |
| 10 | 245 | |
| 9 | 313 |
Y
Real number (ℝ)
| Distinct | 11 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 5608 |
| Missing (%) | 56.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.2415756 |
| Minimum | 1 |
|---|---|
| Maximum | 11 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.2 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 3 |
| median | 4 |
| Q3 | 5 |
| 95-th percentile | 7 |
| Maximum | 11 |
| Range | 10 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.8107128 |
|---|---|
| Coefficient of variation (CV) | 0.42689628 |
| Kurtosis | -0.18956594 |
| Mean | 4.2415756 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.39458317 |
| Sum | 18629 |
| Variance | 3.278681 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=11)
| Value | Count | Frequency (%) |
| 4 | 922 | 9.2% |
| 3 | 834 | 8.3% |
| 5 | 764 | 7.6% |
| 2 | 607 | 6.1% |
| 6 | 581 | 5.8% |
| 7 | 298 | 3.0% |
| 1 | 191 | 1.9% |
| 8 | 131 | 1.3% |
| 9 | 50 | 0.5% |
| 10 | 10 | 0.1% |
| (Missing) | 5608 |
| Value | Count | Frequency (%) |
| 1 | 191 | 1.9% |
| 2 | 607 | |
| 3 | 834 | |
| 4 | 922 | |
| 5 | 764 | |
| 6 | 581 | |
| 7 | 298 | 3.0% |
| 8 | 131 | 1.3% |
| 9 | 50 | 0.5% |
| 10 | 10 | 0.1% |
| Value | Count | Frequency (%) |
| 11 | 4 | < 0.1% |
| 10 | 10 | 0.1% |
| 9 | 50 | 0.5% |
| 8 | 131 | 1.3% |
| 7 | 298 | 3.0% |
| 6 | 581 | |
| 5 | 764 | |
| 4 | 922 | |
| 3 | 834 | |
| 2 | 607 |
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.
| Estab | UPN | Surname | Forename | Middlenames | PreferredSurname | FormerSurname | Gender | DoB | EnrolStatus | EntryDate | NCyearActual | TermlySessionsPossible | / | \ | B | J | L | P | V | W | C | E | H | I | M | R | S | T | G | N | O | U | D | X | Y | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 120960 | 2fa67447-1c17-4aa2-9aeb-6e79f83eb121 | NaN | NaN | NaN | NaN | NaN | F | NaN | C | 2019-09-04 00:00:00 | 8 | 109 | 51 | 45 | NaN | NaN | 4.0 | 1.0 | 2.0 | NaN | 2.0 | NaN | NaN | 9.0 | NaN | NaN | NaN | NaN | NaN | NaN | 4.0 | NaN | NaN | 5.0 | 3.0 |
| 1 | 175306 | 6bdd9ae9-8ce3-4fcf-88a1-773376ab8022 | NaN | NaN | NaN | NaN | NaN | F | NaN | C | 2020-09-02 00:00:00 | 7 | 129 | 74 | 69 | NaN | NaN | 4.0 | NaN | NaN | NaN | NaN | NaN | NaN | 2.0 | NaN | NaN | NaN | NaN | NaN | NaN | 1.0 | NaN | NaN | NaN | NaN |
| 2 | 149670 | 6d5dba99-f3f9-41aa-baa7-549132c6b1df | NaN | NaN | NaN | NaN | NaN | F | NaN | C | 2018-09-07 00:00:00 | 9 | 125 | 66 | 69 | NaN | NaN | NaN | NaN | 3.0 | NaN | NaN | NaN | NaN | 6.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 3 | 187919 | 7738a3e3-d441-4879-914d-2276196e946a | NaN | NaN | NaN | NaN | NaN | F | NaN | C | 2017-09-06 00:00:00 | 7 | 131 | 45 | 57 | NaN | NaN | 6.0 | NaN | NaN | NaN | 1.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 6.0 | NaN | NaN | NaN | NaN |
| 4 | 157625 | c5985061-04ff-41e1-a09f-31ee30ef9681 | NaN | NaN | NaN | NaN | NaN | F | NaN | C | 2021-09-03 00:00:00 | 11 | 113 | 52 | 53 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 3.0 | NaN | NaN | NaN | NaN | NaN | 3.0 | NaN | NaN | 4.0 | 5.0 |
| 5 | 243467 | 415e5a2f-b899-48bb-b8e6-fad0952d5fcf | NaN | NaN | NaN | NaN | NaN | F | NaN | C | 2019-05-03 00:00:00 | 9 | 116 | 46 | 51 | NaN | NaN | 2.0 | NaN | 2.0 | NaN | 2.0 | NaN | NaN | 16.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 11.0 | NaN |
| 6 | 170426 | 2a82f4d5-e7b4-4bcf-8875-18b275c0e0e0 | NaN | NaN | NaN | NaN | NaN | F | NaN | C | 2020-09-02 00:00:00 | 7 | 138 | 56 | 62 | NaN | NaN | NaN | NaN | 2.0 | NaN | NaN | NaN | NaN | 21.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 1.0 | 4.0 |
| 7 | 205482 | d6ae4516-9346-4187-9d92-b4d64ff564f2 | NaN | NaN | NaN | NaN | NaN | F | NaN | Leaver | 2018-09-04 00:00:00 | 8 | 119 | 47 | 53 | NaN | NaN | 8.0 | NaN | NaN | NaN | NaN | NaN | NaN | 7.0 | NaN | NaN | NaN | NaN | NaN | NaN | 15.0 | 1.0 | NaN | 10.0 | NaN |
| 8 | 218531 | 191547cc-826d-4759-8516-7e5f16b0a07a | NaN | NaN | NaN | NaN | NaN | F | NaN | C | 2021-09-02 00:00:00 | 9 | 119 | 57 | 66 | NaN | NaN | 4.0 | NaN | NaN | NaN | NaN | NaN | NaN | 1.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 9 | 183865 | e00b21b3-07e4-43cf-8a81-9c87daec498d | NaN | NaN | NaN | NaN | NaN | F | NaN | C | 2018-09-07 00:00:00 | 9 | 114 | 50 | 45 | NaN | NaN | NaN | NaN | NaN | NaN | 2.0 | NaN | NaN | 19.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 6.0 |
| Estab | UPN | Surname | Forename | Middlenames | PreferredSurname | FormerSurname | Gender | DoB | EnrolStatus | EntryDate | NCyearActual | TermlySessionsPossible | / | \ | B | J | L | P | V | W | C | E | H | I | M | R | S | T | G | N | O | U | D | X | Y | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 9990 | 201849 | ea65961c-5da4-45da-b8fb-5d42326bfa2c | NaN | NaN | NaN | NaN | NaN | F | NaN | C | 2021-09-03 00:00:00 | 7 | 144 | 50 | 58 | NaN | NaN | NaN | NaN | 1.0 | NaN | NaN | NaN | NaN | 25.0 | NaN | NaN | NaN | NaN | NaN | NaN | 4.0 | NaN | NaN | NaN | NaN |
| 9991 | 171469 | fbde9aee-ba78-44d3-be56-f2b7aea3eab9 | NaN | NaN | NaN | NaN | NaN | M | NaN | Leaver | 2018-09-07 00:00:00 | 10 | 97 | 42 | 51 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 13.0 | NaN |
| 9992 | 151326 | 7937db75-a6b7-4fdf-ab9c-45bd63133598 | NaN | NaN | NaN | NaN | NaN | F | NaN | C | 2021-09-03 00:00:00 | 9 | 105 | 49 | 59 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 3.0 |
| 9993 | 222001 | d08bd991-5890-415c-bc4b-c9a97c3e5254 | NaN | NaN | NaN | NaN | NaN | F | NaN | C | 2021-09-01 00:00:00 | 7 | 102 | 38 | 44 | NaN | NaN | NaN | NaN | 3.0 | NaN | NaN | NaN | NaN | NaN | 1.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 9994 | 138009 | 8ac9f620-0a10-47e2-8eda-bd8e80a1065c | NaN | NaN | NaN | NaN | NaN | F | NaN | C | 2018-09-03 00:00:00 | 8 | 101 | 47 | 38 | NaN | NaN | NaN | NaN | 1.0 | NaN | NaN | NaN | NaN | 13.0 | NaN | NaN | NaN | NaN | NaN | NaN | 7.0 | NaN | NaN | 4.0 | NaN |
| 9995 | 189635 | bb5b001f-4e11-462b-9bf7-ffc56987c04d | NaN | NaN | NaN | NaN | NaN | F | NaN | C | 2019-09-02 00:00:00 | 9 | 140 | 73 | 72 | NaN | NaN | 2.0 | NaN | 3.0 | NaN | NaN | NaN | NaN | NaN | 1.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 5.0 |
| 9996 | 222094 | cee4d881-5636-4a05-8d2d-d022d64a1950 | NaN | NaN | NaN | NaN | NaN | M | NaN | C | 2020-09-23 00:00:00 | 10 | 140 | 65 | 66 | NaN | NaN | 2.0 | NaN | NaN | NaN | NaN | NaN | NaN | 10.0 | 3.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 5.0 |
| 9997 | 223559 | f577e065-5c5d-4885-86ef-0b9a1d56fe61 | NaN | NaN | NaN | NaN | NaN | M | NaN | C | 2019-09-02 00:00:00 | 11 | 137 | 50 | 55 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 24.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 2.0 |
| 9998 | 240486 | 0406d49d-49a3-4ed0-8ee6-ad45bfd00d04 | NaN | NaN | NaN | NaN | NaN | M | NaN | C | 2021-01-04 00:00:00 | 7 | 140 | 74 | 71 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 3.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 9999 | 210714 | f0659776-d80e-481e-baa3-cf59b8e343a9 | NaN | NaN | NaN | NaN | NaN | F | NaN | C | 2018-09-07 00:00:00 | 11 | 96 | 33 | 41 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 1.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 8.0 | 4.0 |